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  • Data Mining

Data Mining Courses

Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.

Popular Data Mining Courses and Certifications


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    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam em Português Brasileiro

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Training, Applied Machine Learning, Google Cloud Platform, Data Infrastructure, Analytics, Systems Design, Data Processing, Data Pipelines, Data Architecture, Data Storage Technologies, Big Data, Statistical Reporting, Cloud Engineering, Data Visualization, Cloud Security, Cloud Services

    Advanced · Course · 1 - 3 Months

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    Packt

    End-to-End ASP.NET Core - PostgreSQL Data Stores & Azure Services

    Skills you'll gain: ASP.NET, .NET Framework, Cloud Deployment, Application Deployment, Microsoft Azure, Multi-Tenant Cloud Environments, Cloud Applications, Microsoft Development Tools, Full-Stack Web Development, User Interface (UI) Design, PostgreSQL, Web Applications, Web Design and Development, Database Application, Object-Relational Mapping, Database Development, Cloud Solutions, Cloud Services, Data Migration, Database Management

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Serverless Data Processing with Dataflow: Pipelines - 日本語版

    Skills you'll gain: Dataflow, Data Pipelines, Data Processing, Real Time Data, Business Logic, Performance Tuning, Pandas (Python Package), Data Transformation, Development Environment, Data Import/Export, Program Development, Google Cloud Platform

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Serverless Data Processing with Dataflow: Foundations - 日本語版

    Skills you'll gain: Dataflow, Serverless Computing, Identity and Access Management, Data Pipelines, Data Processing, Cloud Security, Data Security, Data Access, Cloud Storage, Google Cloud Platform, Role-Based Access Control (RBAC), Interoperability, Containerization, Scalability

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Check Point: Next-Gen Data Center Security CloudGuard for Google Cloud

    Skills you'll gain: Google Cloud Platform, Cloud Security, Cloud Deployment, Public Cloud, Cloud Infrastructure, Cloud Solutions, Cloud Management, Firewall, Security Management, System Configuration, Security Controls, Network Security, Cloud Storage, General Networking

    Intermediate · Project · Less Than 2 Hours

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    Pragmatic AI Labs

    Rust DataOps: CI/CD and Containers for Data Pipelines

    Skills you'll gain: CI/CD, Continuous Deployment, Continuous Integration, Continuous Delivery, DevOps, Rust (Programming Language), Docker (Software), Containerization, Devops Tools, Data Pipelines, YAML, Build Tools, GitHub, Automation

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Protecting Data with NetApp Cloud Manager & Cloud Volumes ONTAP for Google Cloud

    Skills you'll gain: Cloud Storage, Cloud Security, Data Storage Technologies, Data Loss Prevention, Disaster Recovery, Data Security, Data Storage, Google Cloud Platform, Data Maintenance, Malware Protection, Data Management, Security Controls

    Beginner · Project · Less Than 2 Hours

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    Google Cloud

    Gemini for Data Scientists and Analysts - 日本語版

    Skills you'll gain: Google Gemini, Gemini, Data-Driven Marketing, Marketing Analytics, Generative AI, Big Data, Forecasting, Predictive Modeling, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Data Engineering on Google Cloud - 简体中文

    Skills you'll gain: Data Pipelines, Data Sharing, Extract, Transform, Load, Data Infrastructure, Cloud Engineering, Apache Airflow, Data Migration, Data Processing, Data Warehousing, Data Integration, Google Cloud Platform, Metadata Management, Data Lakes, Data Import/Export, Cloud Storage, Big Data, IT Automation, Data Transformation

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Develop a Location-Based iOS Game with Maps and Core Data

    Skills you'll gain: Core Data (Software), Apple iOS, iOS Development, Mobile Development, Apple Xcode, Data Modeling, Secure Coding, Data Persistence, Game Design, Swift Programming, Video Game Development, Data Management, UI Components, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Data Engineering on Google Cloud - 日本語版

    Skills you'll gain: Data Sharing, Extract, Transform, Load, Cloud Storage, Google Cloud Platform, Data Migration, Data Pipelines, Data Import/Export, Big Data, Data Infrastructure, Data Warehousing, Data Storage, Data Processing, Data Management, Metadata Management, Automation

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Data Engineering on Google Cloud - 繁體中文

    Skills you'll gain: Data Migration, Google Cloud Platform, Cloud Storage, Extract, Transform, Load, Data Pipelines, Data Import/Export, Data Processing, Data Capture, Apache Airflow, Data Integration, Data Storage, SQL, IT Automation, Data Management

    Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular data mining courses

  • Preparing for the Google Cloud Professional Data Engineer Exam em Português Brasileiro: Google Cloud
  • End-to-End ASP.NET Core - PostgreSQL Data Stores & Azure Services: Packt
  • Serverless Data Processing with Dataflow: Pipelines - 日本語版: Google Cloud
  • Serverless Data Processing with Dataflow: Foundations - 日本語版: Google Cloud
  • Check Point: Next-Gen Data Center Security CloudGuard for Google Cloud: Google Cloud
  • Rust DataOps: CI/CD and Containers for Data Pipelines: Pragmatic AI Labs
  • Protecting Data with NetApp Cloud Manager & Cloud Volumes ONTAP for Google Cloud: Google Cloud
  • Gemini for Data Scientists and Analysts - 日本語版: Google Cloud
  • Introduction to Data Engineering on Google Cloud - 简体中文: Google Cloud
  • Develop a Location-Based iOS Game with Maps and Core Data: EDUCBA

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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